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Recycling and Reclamation Workers

Recycling and Reclamation Workers score 4 out of 100, which is low exposure to AI. That ranks #829 of 923 US occupations, where #1 is the most exposed. Of the 18 tasks in this job, AI could speed up 1 on its own and 0 more with extra software built on top of it. None of its tasks showed up in real AI use in April–May 2026.

4/ 100
Low
Rank
#829of 923 jobs
US workers
2,950,280for Laborers and Freight, Stock, and Material Movers, Hand
Median pay
$40,240a year
In real AI use
0 of 18tasks, April–May 2026

Task by task

Each task this job involves, as listed by O*NET, rated on whether a large language model like GPT-4 could cut the time it takes by at least half at the same quality. Tasks marked Seen in real AI use appeared in conversations with Claude in April–May 2026 (Anthropic Economic Index).

  • AI can speed this up on its own: 1 (6%)
  • AI can speed this up with extra software: 0 (0%)
  • Little or no AI speed-up: 17 (94%)
  • Record logs of recycled materials or waste chemicals removed from products.AI can speed this up on its own · supplemental task
  • Sort materials, such as metals, glass, wood, paper or plastics, into appropriate containers for recycling.Little or no AI speed-up · core task
  • Clean recycling yard by sweeping, raking, picking up broken glass and loose paper debris, or moving barrels and bins.Little or no AI speed-up · core task
  • Operate forklifts, pallet jacks, power lifts, or front-end loaders to load bales, bundles, or other heavy items onto trucks for shipping to smelters or other recycled materials processing facilities.Little or no AI speed-up · core task
  • Sort metals to separate high-grade metals, such as copper, brass, and aluminum, for recycling.Little or no AI speed-up · core task
  • Clean, inspect, or lubricate recyclable collection equipment or perform routine maintenance or minor repairs on recycling equipment, such as star gears, finger sorters, destoners, belts, and grinders.Little or no AI speed-up · core task
  • Operate shredders to reclaim steel from discarded appliances.Little or no AI speed-up · supplemental task
  • Collect and sort recyclable construction materials, such as concrete, drywall, plastics, or wood, into containers.Little or no AI speed-up · supplemental task
  • Extract chemicals from discarded appliances, such as air conditioners or refrigerators, using specialized machinery, such as refrigerant recovery equipment.Little or no AI speed-up · supplemental task
  • Deposit recoverable materials into chutes or place materials on conveyor belts.Little or no AI speed-up · supplemental task
  • Operate balers to compress recyclable materials into bundles or bales.Little or no AI speed-up · supplemental task
  • Clean materials, such as metals, according to recycling requirements.Little or no AI speed-up · supplemental task
  • Dismantle wrecked vehicles by removing parts and labeling and sorting parts into containers.Little or no AI speed-up · supplemental task
  • Operate processing equipment, such as fiber-sorters and grinders, to sort, crush, or grind recyclable materials.Little or no AI speed-up · supplemental task
  • Cut discarded products, such as appliances and automobiles, into small pieces using saws, blow torches, or other hand or power tools.Little or no AI speed-up · supplemental task
  • Collect recyclable materials from curbside for delivery to designated facilities.Little or no AI speed-up · supplemental task
  • Operate automated refuse or manual recycling collection vehicles.Little or no AI speed-up · supplemental task
  • Remove copper from circuit boards.Little or no AI speed-up · supplemental task

Similar jobs, lower exposure

Related occupations that score at least 10 points lower.

This job is already among the least exposed in its field.

Other jobs in this field

Transportation and Material Moving occupations close to this one.

Questions about recycling and reclamation workers and AI

Will AI replace recycling and reclamation workers?

Unlikely. Most of the work is hard for today's AI to speed up. Recycling and Reclamation Workers score 4 out of 100 (low exposure), #829 of 923 US jobs. AI could speed up 1 of the job's 18 tasks, 1 of them on its own, while 17 see little or no speed-up. Exposure means the work is likely to change, not that the job will disappear.

Which recycling and reclamation workers tasks can AI do?

The most exposed tasks include "Record logs of recycled materials or waste chemicals removed from products".

Which recycling and reclamation workers tasks are hardest for AI?

Tasks with little or no AI speed-up include "Sort materials, such as metals, glass, wood, paper or plastics, into appropriate containers for recycling"; "Clean recycling yard by sweeping, raking, picking up broken glass and loose paper debris, or moving barrels and bins"; "Operate forklifts, pallet jacks, power lifts, or front-end loaders to load bales, bundles, or other heavy items onto trucks for shipping to smelters or other recycled materials processing facilities".

Are people already using AI for this work?

Not much yet. None of the job's tasks showed up in real conversations with Claude in April–May 2026, according to the Anthropic Economic Index.

How many people work as recycling and reclamation workers, and what do they earn?

About 2,950,280 people in the US (figure for Laborers and Freight, Stock, and Material Movers, Hand), with median pay of $40,240 a year (BLS, May 2025).

How to read this score. Exposure measures how much of the work AI could speed up, not whether the job will disappear. A highly exposed job can change shape, with people spending less time on routine tasks and more on the rest. The score counts tasks AI can speed up on its own in full, and tasks that need extra software at half weight.

The ratings come from published research based on GPT-4 (2023). To show what's happening now, each task is also checked against the latest Anthropic Economic Index, which records which tasks people actually use AI for. That data is refreshed automatically when Anthropic publishes a new release. Read the full method.

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